Supervised Categorization of Javascript using Program Analysis Features

Wei Lu and Min-Yen Kan

AIRS 2005 (Jeju Island, Korea)

4/22

Outline

•Introduction

•Categorization Scheme

•Feature Extraction Techniques

–Related Work

–Our Work

•Lexical Analysis

•Syntax Analysis

•Metrics Analysis

•Object Communication Analysis

•Contextual Analysis

•Conclusion

–

Context-free Analysis

Context-sensitive Analysis


	Next I am going to talk about various feature extraction techniques and their evaluations.
	We examine the related work on source code categorization first, followed by our work.
	Our work can be divided into two parts: context free analysis includes lexical analysis, syntax analysis and metrics analysis, while context-sensitive analysis examines JavaScript-specific contextual features.